81 citations · 110 across the 6 of their papers we have counts for
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q-bio.QM2021
Deep Predictive Learning of Carotid Stenosis Severity
Yiqun Diao, Oliver Zhao, Priya Kothapalli +2
Carotid artery stenosis is the narrowing of carotid arteries, which supplies blood to the neck and head. In this work, we train a model to predict the severity of the stenosis bloc…
cs.LG2021★ 81 cited
Federated Learning on Non-IID Data Silos: An Experimental Study
Qinbin Li, Yiqun Diao, Quan Chen +1
Due to the increasing privacy concerns and data regulations, training data have been increasingly fragmented, forming distributed databases of multiple "data silos" (e.g., within d…